Cross-domain lung opacity detection via adversarial learning and box fusion

Cross-domain lung opacity detection via adversarial learning and box fusion

Abstract Many conditions, such as pulmonary edema, bleeding, atelectasis or collapse, lung cancer, and shadow formation after radiotherapy or surgical changes, cause Lung Opacity. An unsupervised cross-domain Lung Opacity detection method is proposed to help surgeons quickly locate Lung Opacity with...

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Bibliographic Details
Main Authors: Jun Yao, Zhilin Guo, Xin Zhang, Nan Yan, Qiong Wang, Wei Yu
Format: Article
Language:English
Published: Nature Portfolio 2024-12-01
Series:Scientific Reports
Subjects:
Cross-domain
Lung opacity
X-rays
Adversarial learning
Box fusion
Online Access:https://doi.org/10.1038/s41598-024-82719-7
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